A Case Study in Integrating Probabilistic Decision Making and Learning in a Symbolic Cognitive Architecture: Soar Plays Dice.
John Edwin LairdNate DerbinskyMiller TinkerhessPublished in: AAAI Fall Symposium: Advances in Cognitive Systems (2011)
Keyphrases
- cognitive architecture
- intelligent behavior
- cognitive processing
- decision making
- symbolic representation
- learning mechanisms
- information processing
- symbolic knowledge
- skill acquisition
- computational model
- long term memory
- cognitive model
- cognitive architectures
- information foraging
- learning mechanism
- learning process
- computational models
- reinforcement learning
- general intelligence
- bayesian networks
- real time
- machine intelligence
- vision system
- probabilistic model
- episodic memory
- case study
- data mining